Hampel causality lab

Choose a synthetic scenario, step to one observation, and compare the causal diagnostic with a centered retrospective calculation at the same index.

SYNTHETIC EDUCATIONAL DATA

Knowledge boundary

Observation 19 of 48
Hampel window comparison Known observations, future context, and causal and centered window membership at the selected index.
known value current value future context causal window centered-only future

Window audit

Rows identify membership; missing values never enter median or MAD.

IndexValueKnown now?Causal windowCentered windowRole